"Semantic UI" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
AI-moderated voice interviews with your customers, delivering themes and insights
AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.
Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, and Cursor build Audiences from a brief, run durable Studies and Question Blocks, compare segments, and export results. OAuth 2.1 or Minds API key.
Product context for AI agents: evidence, opportunities, initiatives, and decisions.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
Validate startup ideas with real people asking for them, each quote linked to its source.
Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.
cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls
Design review as MCP tools: critique, states, journeys, UI copy, PRD assumptions. BYOK or hosted.
AI agents use your app like your users, in real browsers, and report what is broken or confusing.
Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
MCP server for product teams wanting alignment on strategy and decisions. Connects Claude to your Ambix workspace — initiatives, objectives, journey stages, and strategic direction — so you can reason over your full product context directly in conversation.
Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers.
Product idea scoring, niche validation framework and seasonal timing for cross-border sellers
Cross-border growth tools: mentions, pain points, competitors, GEO, synthesis, AI media.
Commercial strategy for medical device and life-science companies, read from the governed registers.
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tests, PRDs, roadmap.
App Store and Google Play reviews and reply drafts. Publishing stays in Merci AI.
AI-moderated qualitative customer interviews, study authoring, participant links, and CSV exports.
